Data Wrangling for Fair Classification.
Lacramioara MaziluNikolaos KonstantinouNorman W. PatonAlvaro A. A. FernandesPublished in: EDBT/ICDT Workshops (2021)
Keyphrases
- data sets
- pattern recognition
- data analysis
- missing data
- data quality
- raw data
- support vector
- statistical analysis
- classification accuracy
- support vector machine
- classification scheme
- support vector machine svm
- training samples
- computer systems
- small number
- data sources
- prior knowledge
- data structure
- high quality
- database
- data processing
- data collection
- end users
- training data
- feature extraction
- data mining
- training dataset
- bayesian methods